Skip to content

Matthew E Larkum

9 papers in the library · 136 citations · publishing 2019-2026

Papers

Sort Most recent Most cited

Separating the conscious wheat from the unconscious chaff: Towards a biologically grounded computationalism.

Behavioral and Brain Sciences September 17, 2026 Matthew E Larkum, Jaan Aru, Christopher J. Whyte et al.

We agree that consciousness, as we know it, is inextricably biological - but not every biological detail is essential. Identifying which features are necessary, across scales, is vital for assessing the limits of computationalism. This process will reveal a richer, more biologically informed computationalism - one that future machines could, in principle, instantiate, but only after much deeper...

Does neural computation feel like something?

Frontiers in Neuroscience 2025 Albert Gidon, Jaan Aru, Matthew E Larkum 1 citation

Artificial neural networks are becoming more advanced and human-like in detail and behavior. The notion that machines mimicking human brain computations might be conscious has recently caused growing unease. Here, we explored a common computational functionalist view, which holds that consciousness emerges when the right computations occur-whether in a machine or a biological brain. To test...

DOI: 10.3389/fnins.2025.1511972 (opens in new tab) Full text (opens in new tab) Computational functionalism Computer simulation Consciousness simulation Counterfactual eraser +12

An integrative, multiscale view on neural theories of consciousness.

Neuron May 15, 2024 Johan F. Storm, P Christiaan Klink, Jaan Aru et al. 108 citations

How is conscious experience related to material brain processes? A variety of theories aiming to answer this age-old question have emerged from the recent surge in consciousness research, and some are now hotly debated. Although most researchers have so far focused on the development and validation of their preferred theory in relative isolation, this article, written by a group of scientists...

The feasibility of artificial consciousness through the lens of neuroscience.

Trends in Neurosciences December 1, 2023 Jaan Aru, Matthew E Larkum, James M Shine

Interactions with large language models (LLMs) have led to the suggestion that these models may soon be conscious. From the perspective of neuroscience, this position is difficult to defend. For one, the inputs to LLMs lack the embodied, embedded information content characteristic of our sensory contact with the world around us. Secondly, the architectures of present-day artificial intelligence...

DOI: 10.1016/j.tins.2023.09.009 (opens in new tab) Full text (opens in new tab) Agency Artificial intelligence Generative ai Large language models +2

A thalamocortical substrate for integrated information via critical synchronous bursting.

Proceedings of the National Academy of Sciences November 14, 2023 Brandon R Munn, Eli J Müller, Jaan Aru et al.

Understanding the neurobiological mechanisms underlying consciousness remains a significant challenge. Recent evidence suggests that the coupling between distal-apical and basal-somatic dendrites in thick-tufted layer 5 pyramidal neurons (L5PN), regulated by the nonspecific-projecting thalamus, is crucial for consciousness. Yet, it is uncertain whether this thalamocortical mechanism can support...

DOI: 10.1073/pnas.2308670120 (opens in new tab) Full text (opens in new tab) Biophysical network Dendrites Integrated information Nonspecific thalamus +1

Does brain activity cause consciousness? A thought experiment

PLoS Biology June 10, 2022 Albert Gidon, Jaan Aru, Matthew E Larkum 20 citations

Rapid advances in neuroscience have provided remarkable breakthroughs in understanding the brain on many fronts. Although promising, the role of these advancements in solving the problem of consciousness is still unclear. Based on technologies conceivably within the grasp of modern neuroscience, we discuss a thought experiment in which neural activity, in the form of action potentials, is...

Cellular Mechanisms of Conscious Processing.

Trends in Cognitive Sciences October 2020 Jaan Aru, Mototaka Suzuki, Matthew E Larkum

Recent breakthroughs in neurobiology indicate that the time is ripe to understand how cellular-level mechanisms are related to conscious experience. Here, we highlight the biophysical properties of pyramidal cells, which allow them to act as gates that control the evolution of global activation patterns. In conscious states, this cellular mechanism enables complex sustained dynamics within the...

DOI: 10.1016/j.tics.2020.07.006 (opens in new tab) Full text (opens in new tab) Anesthesia Dendrites Dendritic integration theory Pyramidal cells

Coupling the State and Contents of Consciousness

Frontiers in Systems Neuroscience August 30, 2019 Jaan Aru, Mototaka Suzuki, Renate Rutiku et al.

One fundamental feature of consciousness is that the contents of consciousness depend on the state of consciousness. Here, we propose an answer to why this is so: both the state and the contents of consciousness depend on the activity of cortical layer 5 pyramidal (L5p) neurons. These neurons affect both cortical and thalamic processing, hence coupling the cortico-cortical and thalamo-cortical...